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PyTorch 2.0 was released on 15 March 2023, introducing TorchDynamo, a Python-level compiler that makes code run up to 2x faster, along with significant improvements in training and inference performance across major cloud platforms. [25] [26]
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Torch is an open-source machine learning library, a scientific computing framework, and a scripting language based on Lua. [3] It provides LuaJIT interfaces to deep learning algorithms implemented in C. It was created by the Idiap Research Institute at EPFL. Torch development moved in 2017 to PyTorch, a port of the library to Python. [4] [5] [6]
Torch was a Chromium-based web browser and Internet suite developed by the North Carolina–based Torch Media. [3] As of November 2022, downloads for Torch are no longer available, and upon clicking the download button, users are redirected to the Torch Search extension on the Chrome Web Store.
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1.0 atomic functions 1.1 1.2 64-bit integer signed/unsigned general operations 1.0 atomic functions 1.2 2.0 any 128-bit trivially copyable type general operations No atomicExch, atomicCAS 9.0 16-bit floating point FP16 addition, subtraction, multiplication, comparison, warp shuffle functions, conversion 5.3 half2 atomic addition 6.0 atomic addition
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CuPy is an open source library for GPU-accelerated computing with Python programming language, providing support for multi-dimensional arrays, sparse matrices, and a variety of numerical algorithms implemented on top of them. [3]